2022
Enabling On-Device Training of Speech Recognition Models With Federated Dropout
ICASSP 2022accepted
Federated learning can be used to train machine learning models on the edge on local data that never leave devices, providing privacy by default. This presents a challenge pertaining to the communication and computation costs associated with clients’ devices. These costs are strongly correlated with…